Run
8575151

Run 8575151

Task 145854 (Supervised Classification) nomao Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1189
mlr.classif.ranger(9)_mtry74
mlr.classif.ranger(9)_min.node.size557
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.165178756555542
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24768.97
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.3057
UserCPU time millis
691.633
UserCPU time millis testing
7.303
UserCPU time millis training
684.33